This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. It examines how a search technique, the genetic algorithm, can be used for pattern classification mainly through approximating decision boundaries. Coverage also demonstrates the effectiveness of the genetic classifiers vis-a-vis several widely used classifiers, including neural networks.
- ISBN:
- 9783540496069
- 9783540496069
-
Category:
- Algorithms & data structures
- Format:
- Hardback
- Publication Date:
-
23-04-2007
- Language:
- English
- Publisher:
- Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
- Country of origin:
- Germany
- Pages:
- 311
- Dimensions (mm):
- 235x155x19mm
- Weight:
- 0.66kg
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